{"id":"W4416071458","doi":"10.1093/milmed/usaf553","title":"Chronic Traumatic Encephalopathy Neuropathologic Change in Military Veterans","year":2025,"lang":"en","type":"article","venue":"Military Medicine","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Military medicine; Chronic traumatic encephalopathy; Military personnel; Traumatic brain injury; Encephalopathy; Cause of death; Public health; MEDLINE","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001362868,0.0001461111,0.0005546446,0.00315271,0.0001920525,0.000788297,0.0003392405,0.0004038991,0.0006976171],"category_scores_gemma":[0.005392457,0.0001471248,0.0005244156,0.003247987,0.0003276262,0.0005185785,0.0003061742,0.0002425152,0.0001212169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005441427,"about_ca_system_score_gemma":0.001422837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005058292,"about_ca_topic_score_gemma":0.01178031,"domain_scores_codex":[0.9990037,0.0003288176,0.0003721716,0.00009419829,0.0001609848,0.00004009912],"domain_scores_gemma":[0.9970815,0.00156048,0.0009727395,0.0000481118,0.0002898642,0.00004726752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004686169,0.0000456307,0.1182523,0.1522925,0.00259852,0.003381665,0.001674451,0.0001881689,0.001133965,0.0009905621,0.01357282,0.7054008],"study_design_scores_gemma":[0.0001120106,0.0009502424,0.5438935,0.1767978,0.008791655,0.04393047,0.004113926,0.0002655414,0.001687597,0.001346785,0.2180197,0.00009078824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01736318,0.9809568,0.00007003671,0.0004332801,0.0001092073,0.00002131054,0.0002032682,0.000003232635,0.0008396394],"genre_scores_gemma":[0.1146083,0.8836665,0.000300077,0.0006901149,0.0002294295,0.00003053476,0.0003001513,0.00000242673,0.0001725147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005058292,"threshold_uncertainty_score":0.01005769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09816322355153696,"score_gpt":0.3756466812149105,"score_spread":0.2774834576633736,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}